Human Activity Recognition Based on Motion Sensor Using U-Net

Traditional human activity recognition (HAR) based on a motion sensor adopts sliding window labeling and prediction. This method faces the multi-class window problem, which mistakenly labels different classes of sampling points within a window as a class. In this paper, we propose a novel HAR method...

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Bibliographic Details
Main Authors: Yong Zhang, Zhao Zhang, Yu Zhang, Jie Bao, Yifan Zhang, Haiqin Deng
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8731875/